AWS for data science - EC2 Instance| AWS EC2 instance | Aws EC2 tutorial | AWS EC2 instance creation

AWS for data science - EC2 Instance| AWS EC2 instance | Aws EC2 tutorial | AWS EC2 instance creation
#EC2 #aws #unfolddatascience #datascience
Hello ,
My name is Aman and I am a Data Scientist.
All amazing data science courses at most affordable price here: www.unfolddata...
Link for linux/unix playlist : • Importance of unix and...
About this video:
AWS for data science
How to use EC2 in AWS
AWS EC2 instance
Aws EC2 tutorial
AWS EC2 instance creation
AWS EC2 in telugu
aws ec2 setup
aws ec2 creation
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
Book recommendation for Data Science:
Category 1 - Must Read For Every Data Scientist:
The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Ctaegory 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
My Studio Setup:
My Camera : amzn.to/3mwXI9I
My Mic : amzn.to/34phfD0
My Tripod : amzn.to/3r4HeJA
My Ring Light : amzn.to/3gZz00F
Join Facebook group :
www.facebook.c...
Follow on medium : / amanrai77
Follow on quora: www.quora.com/...
Follow on twitter : @unfoldds
Get connected on LinkedIn : / aman-kumar-b4881440
Follow on Instagram : unfolddatascience
Watch Introduction to Data Science full playlist here : • Data Science In 15 Min...
Watch python for data science playlist here:
• Python Basics For Data...
Watch statistics and mathematics playlist here :
• Measures of Central Te...
Watch End to End Implementation of a simple machine learning model in Python here:
• How Does Machine Learn...
Learn Ensemble Model, Bagging and Boosting here:
• Introduction to Ensemb...
Build Career in Data Science Playlist:
• Channel updates - Unfo...
Artificial Neural Network and Deep Learning Playlist:
• Intuition behind neura...
Natural langugae Processing playlist:
• Natural Language Proce...
Understanding and building recommendation system:
• Recommendation System ...
Access all my codes here:
drive.google.c...
Have a different question for me? Ask me here : docs.google.co...
My Music: www.bensound.c...

[@akashpatil2422]

excellent we are enjoying learning here at Unfold data science

[@gashts]

You make things feel much simpler, great work!

[@Vinzy2712_]

tank you sooo much ,! for making us understand in simplest way possible

[@UnfoldDataScience]

Thanks for watching. Keep watching

[@abhigyandatta2008]

thank you sir

[@vrshinde1996]

Thank you for the free contain and More power to you.

[@afkhoso]

this was a really great video indeed!

[@rakeshkumarsharma2250]

awesome

[@ankushbehere7263]

thank you for providing such good knowledge in simple way. Please upload next videos of series .

[@UnfoldDataScience]

Thanks Ankush

[@raheemaslam3268]

Hey man, you made it easy ✨

[@ParhamEftekhar]

Thanks for your great content.

[@user-ud5di3bo5w]

Clear content 👏

[@sambitmohanty1758]

Great video as usual

[@UnfoldDataScience]

Thanks Sambit.

[@kaustavpaul3151]

Amazing work !!

[@UnfoldDataScience]

Thanks Kaustav.

[@rayyt6364]

Used Putty for programming Raspberrypi, didn't know it can be used like this.

[@Justmeyamini]

Thank youfor the video . Could you please tell why we are using Putty & WinSCP?
How is the way we actually do it in Production, do we use anyother tools to copy from local to AWS. I have experience of using FTP, can we use that to connect to AWS?

[@UnfoldDataScience]

Winscp and putty provides more flexibility

[@mainuddinali9561]

i want to go in data engineer domain, is this tutorial is sufficient for me

[@ishujain9343]

thanks sir

[@ranjitghadge3700]

Thank you Aman for this wonderful content. you really explain things in a very simple manner. I want to ask you as a Data science aspirant this playlist of AWS for data science is enough. This AWS knowledge is enough for data science interviews?

[@UnfoldDataScience]

Thanks Ranjit. This playlist is a good start but again if you see how the cloud world is evolving there are many new things coming everyday. To keep it short, I will list few Aws tools which you should read about from AWS documentation:
AWS clarify
AWS model monitor
AWS debugger
AWS data wrangler
AWS experiments
AWS model cards

[@utsavLamichhane]

best ❤

[@afkhoso]

i get stuck at the launch instance part, it asks for a subnet, when i try to create subnet, it asks for ipv4 CIDR???

[@UnfoldDataScience]

Go with the default options to create a simple instance

[@afkhoso]

@@UnfoldDataScience actually the issue was that the account i was using was defaulting to a vpc that did not have any subnet. i had to create a public subnet, then it worked! thank you!

[@sagarkishore6882]

Hi Aman, love your videos. I have gone through the video step by step & encountered an issue. My public IPv4 address is not showing. What am I doing wrong?

[@UnfoldDataScience]

Hmmm..looks like a firewall issue or port thing. Check for security group settings.

[@monikagadre9229]

I would like to know if SEM is better or Decision Tree?

[@UnfoldDataScience]

SEM means?

[@monikagadre9229]

@@UnfoldDataScience structural equation modeling

[@GATE_Education]

not sure depends on your data if new data comes other model will perform better bagging, boosting is best